DocumentCode :
1771709
Title :
Image based in situ sequencing for RNA analysis in tissue
Author :
Pacureanu, Alexandra ; Rongqin Ke ; Mignardi, Marco ; Nilsson, Mats ; Wahlby, Carolina
Author_Institution :
Centre for Image Anal., Uppsala Univ., Uppsala, Sweden
fYear :
2014
fDate :
April 29 2014-May 2 2014
Firstpage :
286
Lastpage :
289
Abstract :
Profiling of gene expression is necessary to study the function of cells, organs and ultimately organisms, in health and disease. However, the currently available mRNA sequencing methods are limited to homogenized tissue samples. Therefore, the obtained information represents either the average expression profile of the full tissue sample or expression profiles from isolated single cells extracted from the tissue. We have developed an image-based approach for sequencing of mRNA fragments directly in fixed tissue. As opposed to current routine techniques, this allows gene expression profiling in relation to the preserved morphological and spatial information of cells and tissue. We present here the details of the image analysis and demonstrate its application to breast cancer tissue samples.
Keywords :
RNA; biological organs; biological tissues; cancer; cellular biophysics; genetics; image registration; image segmentation; image sequences; medical image processing; molecular biophysics; average expression profile; breast cancer tissue samples; disease; gene expression; homogenized tissue samples; image analysis; image based in situ sequencing; mRNA fragments; mRNA sequencing methods; morphological information; organisms; organs; single cell extraction; spatial information; Fluorescence; Gene expression; Image analysis; Image segmentation; Probes; RNA; Sequential analysis; cancer; gene expression mapping; gene sequencing; histopathology; tissue;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on
Conference_Location :
Beijing
Type :
conf
DOI :
10.1109/ISBI.2014.6867865
Filename :
6867865
Link To Document :
بازگشت